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researcher

M. Samarin

3 papers hereh-index 6149 citations23 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • physics.ao-ph1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

works on
climate modeling 1computational efficiency 1interdisciplinary methods 1machine learning emulators 1model reliability 1

From the 1 of 3 linked papers with an AI index.

most citedEnScale: Temporally-consistent multivariate generative downscaling via proper scoring rules

1 citations · 1 across the 2 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2026

How Can Machine Learning Emulators Best Support Climate Science?

Luca Schmidt, Nina Effenberger, Vitus Benson +5

The paper examines how machine‑learning emulators can be designed and deployed to reduce the computational cost of physics‑based climate models, proposing a framework that emphasiz…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.